The repeatability gap with LLM agents Inconsistent outputs break trust. Ground, constrain, retrain, and choose where repeatability is required. Inconsistent outputs break trust. Ground, constrain, retrain, and choose where repeatability
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Who is responsible when agents err? Hold humans accountable, not the agent. Calibrate oversight to risk to keep efficiency. Hold humans accountable, not the agent. Calibrate oversight to risk to
Beat Parkinson’s Law with clear delegation Define ‘done,’ shorten deadlines, add checkpoints. Ship faster without losing quality. Define ‘done,’ shorten deadlines, add checkpoints. Ship faster without losing quality. source
From Burnout to Breakthrough: Rediscovering Purpose in Tech Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM 👉 Full Show Notes https://www.microsoftinnovationpodcast.com/752 Jared Matfess shares his journey
From human-in-loop to full automation Cards, clicks, then full automation. Define the thresholds and plan the handoff. Cards, clicks, then full automation. Define the thresholds and plan the handoff. source
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